Laurent Carlier | 749294b | 2020-06-01 09:03:17 +0100 | [diff] [blame] | 1 | // |
Teresa Charlin | 8398edc | 2020-07-20 14:23:02 +0100 | [diff] [blame] | 2 | // Copyright © 2017 Arm Ltd and Contributors. All rights reserved. |
David Beck | ecb56cd | 2018-09-05 12:52:57 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 4 | // |
| 5 | #include "ClWorkloadFactory.hpp" |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 6 | #include "ClBackendId.hpp" |
Sadik Armagan | 04a7297 | 2020-09-14 15:44:18 +0100 | [diff] [blame] | 7 | #include "ClBackendModelContext.hpp" |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 8 | |
Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 9 | #include <Layer.hpp> |
| 10 | |
David Beck | 0dbe0ee | 2018-09-24 15:59:27 +0100 | [diff] [blame] | 11 | #include <armnn/Exceptions.hpp> |
| 12 | #include <armnn/Utils.hpp> |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 13 | #include <armnn/utility/IgnoreUnused.hpp> |
Matthew Sloyan | 171214c | 2020-09-09 09:07:37 +0100 | [diff] [blame] | 14 | #include <armnn/utility/NumericCast.hpp> |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 15 | #include <armnn/utility/PolymorphicDowncast.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 16 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 17 | #include <backendsCommon/CpuTensorHandle.hpp> |
Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 18 | #include <backendsCommon/MakeWorkloadHelper.hpp> |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 19 | #include <backendsCommon/MemCopyWorkload.hpp> |
Derek Lamberti | f674aa0 | 2019-08-01 15:56:25 +0100 | [diff] [blame] | 20 | #include <backendsCommon/MemImportWorkload.hpp> |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 21 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 22 | #include <cl/ClTensorHandle.hpp> |
| 23 | #include <cl/workloads/ClWorkloads.hpp> |
| 24 | #include <cl/workloads/ClWorkloadUtils.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 25 | |
Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 26 | #include <arm_compute/core/CL/CLKernelLibrary.h> |
| 27 | #include <arm_compute/runtime/CL/CLBufferAllocator.h> |
| 28 | #include <arm_compute/runtime/CL/CLScheduler.h> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 29 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 30 | namespace armnn |
| 31 | { |
| 32 | |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 33 | namespace |
| 34 | { |
| 35 | static const BackendId s_Id{ClBackendId()}; |
| 36 | } |
| 37 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 38 | bool ClWorkloadFactory::IsLayerSupported(const Layer& layer, |
David Beck | 29c75de | 2018-10-23 13:35:58 +0100 | [diff] [blame] | 39 | Optional<DataType> dataType, |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 40 | std::string& outReasonIfUnsupported) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 41 | { |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 42 | return IWorkloadFactory::IsLayerSupported(s_Id, layer, dataType, outReasonIfUnsupported); |
| 43 | } |
| 44 | |
Sadik Armagan | 04a7297 | 2020-09-14 15:44:18 +0100 | [diff] [blame] | 45 | bool ClWorkloadFactory::IsLayerSupported(const IConnectableLayer& layer, |
| 46 | Optional<DataType> dataType, |
| 47 | std::string& outReasonIfUnsupported, |
| 48 | const ModelOptions& modelOptions) |
| 49 | { |
| 50 | return IWorkloadFactory::IsLayerSupported(s_Id, layer, dataType, outReasonIfUnsupported, modelOptions); |
| 51 | } |
| 52 | |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 53 | const BackendId& ClWorkloadFactory::GetBackendId() const |
| 54 | { |
| 55 | return s_Id; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 56 | } |
| 57 | |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 58 | template <typename FloatWorkload, typename Uint8Workload, typename QueueDescriptorType, typename... Args> |
| 59 | std::unique_ptr<IWorkload> ClWorkloadFactory::MakeWorkload(const QueueDescriptorType& descriptor, |
| 60 | const WorkloadInfo& info, |
| 61 | Args&&... args) |
| 62 | { |
| 63 | try |
| 64 | { |
| 65 | return MakeWorkloadHelper<FloatWorkload, Uint8Workload>(descriptor, info, std::forward<Args>(args)...); |
| 66 | } |
| 67 | catch (const cl::Error& clError) |
| 68 | { |
| 69 | throw WrapClError(clError, CHECK_LOCATION()); |
| 70 | } |
| 71 | } |
| 72 | |
| 73 | template <typename Workload, typename QueueDescriptorType, typename... Args> |
| 74 | std::unique_ptr<IWorkload> ClWorkloadFactory::MakeWorkload(const QueueDescriptorType& descriptor, |
| 75 | const WorkloadInfo& info, |
| 76 | Args&&... args) |
| 77 | { |
| 78 | try |
| 79 | { |
| 80 | return std::make_unique<Workload>(descriptor, info, std::forward<Args>(args)...); |
| 81 | } |
| 82 | catch (const cl::Error& clError) |
| 83 | { |
| 84 | throw WrapClError(clError, CHECK_LOCATION()); |
| 85 | } |
| 86 | } |
| 87 | |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 88 | ClWorkloadFactory::ClWorkloadFactory(const std::shared_ptr<ClMemoryManager>& memoryManager) |
Sadik Armagan | 04a7297 | 2020-09-14 15:44:18 +0100 | [diff] [blame] | 89 | : m_MemoryManager(memoryManager), m_ModelContextPtr(IBackendInternal::IBackendSpecificModelContextPtr{}) |
| 90 | { |
| 91 | } |
| 92 | |
| 93 | ClWorkloadFactory::ClWorkloadFactory(const std::shared_ptr<ClMemoryManager>& memoryManager, |
| 94 | const IBackendInternal::IBackendSpecificModelContextPtr& modelContextPtr) |
| 95 | : m_MemoryManager(memoryManager), m_ModelContextPtr(modelContextPtr) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 96 | { |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 97 | } |
| 98 | |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 99 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo, |
| 100 | const bool IsMemoryManaged) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 101 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 102 | IgnoreUnused(IsMemoryManaged); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 103 | std::unique_ptr<ClTensorHandle> tensorHandle = std::make_unique<ClTensorHandle>(tensorInfo); |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 104 | tensorHandle->SetMemoryGroup(m_MemoryManager->GetInterLayerMemoryGroup()); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 105 | |
| 106 | return tensorHandle; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 107 | } |
| 108 | |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 109 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateTensorHandle(const TensorInfo& tensorInfo, |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 110 | DataLayout dataLayout, |
| 111 | const bool IsMemoryManaged) const |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 112 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 113 | IgnoreUnused(IsMemoryManaged); |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 114 | std::unique_ptr<ClTensorHandle> tensorHandle = std::make_unique<ClTensorHandle>(tensorInfo, dataLayout); |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 115 | tensorHandle->SetMemoryGroup(m_MemoryManager->GetInterLayerMemoryGroup()); |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 116 | |
| 117 | return tensorHandle; |
| 118 | } |
| 119 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 120 | std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateSubTensorHandle(ITensorHandle& parent, |
| 121 | TensorShape const& subTensorShape, |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 122 | unsigned int const* subTensorOrigin) const |
| 123 | { |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 124 | arm_compute::Coordinates coords; |
| 125 | arm_compute::TensorShape shape = armcomputetensorutils::BuildArmComputeTensorShape(subTensorShape); |
| 126 | |
| 127 | coords.set_num_dimensions(subTensorShape.GetNumDimensions()); |
| 128 | for (unsigned int i = 0; i < subTensorShape.GetNumDimensions(); i++) |
| 129 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 130 | // Arm compute indexes tensor coords in reverse order. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 131 | unsigned int revertedIndex = subTensorShape.GetNumDimensions() - i - 1; |
Matthew Sloyan | 171214c | 2020-09-09 09:07:37 +0100 | [diff] [blame] | 132 | coords.set(i, armnn::numeric_cast<int>(subTensorOrigin[revertedIndex])); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 133 | } |
| 134 | |
Derek Lamberti | 0790dce | 2019-04-15 18:37:35 +0100 | [diff] [blame] | 135 | const arm_compute::TensorShape parentShape = armcomputetensorutils::BuildArmComputeTensorShape(parent.GetShape()); |
| 136 | if (!::arm_compute::error_on_invalid_subtensor(__func__, __FILE__, __LINE__, parentShape, coords, shape)) |
| 137 | { |
| 138 | return nullptr; |
| 139 | } |
| 140 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 141 | return std::make_unique<ClSubTensorHandle>( |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 142 | PolymorphicDowncast<IClTensorHandle*>(&parent), shape, coords); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 143 | } |
| 144 | |
Aron Virginas-Tar | 8204694 | 2019-09-09 15:18:29 +0100 | [diff] [blame] | 145 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateAbs(const AbsQueueDescriptor& descriptor, |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 146 | const WorkloadInfo& info) const |
Aron Virginas-Tar | 8204694 | 2019-09-09 15:18:29 +0100 | [diff] [blame] | 147 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 148 | IgnoreUnused(descriptor); |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 149 | |
| 150 | ElementwiseUnaryQueueDescriptor elementwiseUnaryDescriptor; |
| 151 | elementwiseUnaryDescriptor.m_Parameters = ElementwiseUnaryDescriptor(UnaryOperation::Abs); |
| 152 | |
| 153 | return CreateElementwiseUnary(elementwiseUnaryDescriptor, info); |
Aron Virginas-Tar | 8204694 | 2019-09-09 15:18:29 +0100 | [diff] [blame] | 154 | } |
| 155 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 156 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateActivation(const ActivationQueueDescriptor& descriptor, |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 157 | const WorkloadInfo& info) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 158 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 159 | return MakeWorkload<ClActivationWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 160 | } |
| 161 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 162 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateAddition(const AdditionQueueDescriptor& descriptor, |
| 163 | const WorkloadInfo& info) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 164 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 165 | return MakeWorkload<ClAdditionWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 166 | } |
| 167 | |
James Conroy | 2dc0572 | 2019-09-19 17:00:31 +0100 | [diff] [blame] | 168 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateArgMinMax(const ArgMinMaxQueueDescriptor& descriptor, |
| 169 | const WorkloadInfo& info) const |
| 170 | { |
| 171 | return std::make_unique<ClArgMinMaxWorkload>(descriptor, info); |
| 172 | } |
| 173 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 174 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateBatchNormalization( |
| 175 | const BatchNormalizationQueueDescriptor& descriptor, |
| 176 | const WorkloadInfo& info) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 177 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 178 | return MakeWorkload<ClBatchNormalizationFloatWorkload, NullWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 179 | } |
| 180 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 181 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateBatchToSpaceNd(const BatchToSpaceNdQueueDescriptor& descriptor, |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 182 | const WorkloadInfo& info) const |
| 183 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 184 | return MakeWorkload<ClBatchToSpaceNdWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 185 | } |
| 186 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 187 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateComparison(const ComparisonQueueDescriptor& descriptor, |
| 188 | const WorkloadInfo& info) const |
| 189 | { |
Teresa Charlin | 2b030d9 | 2020-03-27 16:40:56 +0000 | [diff] [blame] | 190 | return MakeWorkload<ClComparisonWorkload>(descriptor, info); |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 191 | } |
| 192 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 193 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConcat(const ConcatQueueDescriptor& descriptor, |
| 194 | const WorkloadInfo& info) const |
Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 195 | { |
| 196 | return MakeWorkload<ClConcatWorkload>(descriptor, info); |
| 197 | } |
| 198 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 199 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConstant(const ConstantQueueDescriptor& descriptor, |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 200 | const WorkloadInfo& info) const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 201 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 202 | return MakeWorkload<ClConstantWorkload>(descriptor, info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 203 | } |
| 204 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 205 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvertFp16ToFp32( |
| 206 | const ConvertFp16ToFp32QueueDescriptor& descriptor, |
| 207 | const WorkloadInfo& info) const |
| 208 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 209 | return MakeWorkload<ClConvertFp16ToFp32Workload>(descriptor, info); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 210 | } |
| 211 | |
| 212 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvertFp32ToFp16( |
| 213 | const ConvertFp32ToFp16QueueDescriptor& descriptor, |
| 214 | const WorkloadInfo& info) const |
| 215 | { |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 216 | return MakeWorkload<ClConvertFp32ToFp16Workload>(descriptor, info); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 217 | } |
| 218 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 219 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateConvolution2d(const Convolution2dQueueDescriptor& descriptor, |
| 220 | const WorkloadInfo& info) const |
| 221 | { |
Sadik Armagan | 04a7297 | 2020-09-14 15:44:18 +0100 | [diff] [blame] | 222 | bool isFastMathEnabled = false; |
| 223 | if (m_ModelContextPtr) |
| 224 | { |
| 225 | if (m_ModelContextPtr.get() != nullptr) |
| 226 | { |
| 227 | auto modelOptions = dynamic_cast<ClBackendModelContext*>(m_ModelContextPtr.get()); |
| 228 | if (modelOptions) |
| 229 | { |
| 230 | isFastMathEnabled = modelOptions->IsFastMathEnabled(); |
| 231 | } |
| 232 | } |
| 233 | } |
| 234 | return MakeWorkload<ClConvolution2dWorkload>(descriptor, |
| 235 | info, |
| 236 | m_MemoryManager->GetIntraLayerManager(), |
| 237 | isFastMathEnabled); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 238 | } |
| 239 | |
| 240 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDebug(const DebugQueueDescriptor& descriptor, |
| 241 | const WorkloadInfo& info) const |
| 242 | { |
| 243 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 244 | } |
| 245 | |
| 246 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDepthToSpace(const DepthToSpaceQueueDescriptor& descriptor, |
| 247 | const WorkloadInfo& info) const |
| 248 | { |
| 249 | return MakeWorkload<ClDepthToSpaceWorkload>(descriptor, info); |
| 250 | } |
| 251 | |
| 252 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDepthwiseConvolution2d( |
| 253 | const DepthwiseConvolution2dQueueDescriptor& descriptor, |
| 254 | const WorkloadInfo& info) const |
| 255 | { |
| 256 | return MakeWorkload<ClDepthwiseConvolutionWorkload>(descriptor, info); |
| 257 | } |
| 258 | |
| 259 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDequantize(const DequantizeQueueDescriptor& descriptor, |
| 260 | const WorkloadInfo& info) const |
| 261 | { |
| 262 | return MakeWorkload<ClDequantizeWorkload>(descriptor, info); |
| 263 | } |
| 264 | |
| 265 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDetectionPostProcess( |
| 266 | const DetectionPostProcessQueueDescriptor& descriptor, |
| 267 | const WorkloadInfo& info) const |
| 268 | { |
| 269 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 270 | } |
| 271 | |
| 272 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDivision(const DivisionQueueDescriptor& descriptor, |
| 273 | const WorkloadInfo& info) const |
| 274 | { |
| 275 | return MakeWorkload<ClDivisionFloatWorkload, NullWorkload>(descriptor, info); |
| 276 | } |
| 277 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 278 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateElementwiseUnary(const ElementwiseUnaryQueueDescriptor& descriptor, |
| 279 | const WorkloadInfo& info) const |
| 280 | { |
Sadik Armagan | 9fabf43 | 2020-05-27 13:40:58 +0100 | [diff] [blame] | 281 | switch(descriptor.m_Parameters.m_Operation) |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 282 | { |
Sadik Armagan | 9fabf43 | 2020-05-27 13:40:58 +0100 | [diff] [blame] | 283 | case UnaryOperation::Abs: |
James Conroy | fe3ec94 | 2020-11-18 14:20:53 +0000 | [diff] [blame] | 284 | { |
| 285 | AbsQueueDescriptor absQueueDescriptor; |
| 286 | absQueueDescriptor.m_Inputs = descriptor.m_Inputs; |
| 287 | absQueueDescriptor.m_Outputs = descriptor.m_Outputs; |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 288 | |
James Conroy | fe3ec94 | 2020-11-18 14:20:53 +0000 | [diff] [blame] | 289 | return std::make_unique<ClAbsWorkload>(absQueueDescriptor, info); |
| 290 | } |
Sadik Armagan | 9fabf43 | 2020-05-27 13:40:58 +0100 | [diff] [blame] | 291 | case UnaryOperation::Exp: |
| 292 | return std::make_unique<ClExpWorkload>(descriptor, info); |
| 293 | case UnaryOperation::Neg: |
| 294 | return std::make_unique<ClNegWorkload>(descriptor, info); |
| 295 | case UnaryOperation::Rsqrt: |
James Conroy | fe3ec94 | 2020-11-18 14:20:53 +0000 | [diff] [blame] | 296 | { |
| 297 | RsqrtQueueDescriptor rsqrtQueueDescriptor; |
| 298 | rsqrtQueueDescriptor.m_Inputs = descriptor.m_Inputs; |
| 299 | rsqrtQueueDescriptor.m_Outputs = descriptor.m_Outputs; |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 300 | |
James Conroy | fe3ec94 | 2020-11-18 14:20:53 +0000 | [diff] [blame] | 301 | return std::make_unique<ClRsqrtWorkload>(rsqrtQueueDescriptor, info); |
| 302 | } |
| 303 | case UnaryOperation::LogicalNot: |
| 304 | return std::make_unique<ClLogicalNotWorkload>(descriptor, info); |
Sadik Armagan | 9fabf43 | 2020-05-27 13:40:58 +0100 | [diff] [blame] | 305 | default: |
| 306 | return nullptr; |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 307 | } |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 308 | } |
| 309 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 310 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateEqual(const EqualQueueDescriptor& descriptor, |
| 311 | const WorkloadInfo& info) const |
| 312 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 313 | IgnoreUnused(descriptor); |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 314 | |
| 315 | ComparisonQueueDescriptor comparisonDescriptor; |
| 316 | comparisonDescriptor.m_Parameters = ComparisonDescriptor(ComparisonOperation::Equal); |
| 317 | |
| 318 | return CreateComparison(comparisonDescriptor, info); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 319 | } |
| 320 | |
Sadik Armagan | 66aecb0 | 2020-06-24 11:42:20 +0100 | [diff] [blame] | 321 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFill(const FillQueueDescriptor& descriptor, |
| 322 | const WorkloadInfo& info) const |
| 323 | { |
| 324 | return std::make_unique<ClFillWorkload>(descriptor, info); |
| 325 | } |
| 326 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 327 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFloor(const FloorQueueDescriptor& descriptor, |
| 328 | const WorkloadInfo& info) const |
| 329 | { |
| 330 | return MakeWorkload<ClFloorFloatWorkload, NullWorkload>(descriptor, info); |
| 331 | } |
| 332 | |
| 333 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateFullyConnected(const FullyConnectedQueueDescriptor& descriptor, |
| 334 | const WorkloadInfo& info) const |
| 335 | { |
| 336 | return MakeWorkload<ClFullyConnectedWorkload>(descriptor, info, m_MemoryManager->GetIntraLayerManager()); |
| 337 | } |
| 338 | |
| 339 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateGather(const GatherQueueDescriptor& descriptor, |
| 340 | const WorkloadInfo& info) const |
| 341 | { |
Teresa Charlin | 9ad2e5b | 2020-04-10 22:34:48 +0100 | [diff] [blame] | 342 | return MakeWorkload<ClGatherWorkload>(descriptor, info); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 343 | } |
| 344 | |
| 345 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateGreater(const GreaterQueueDescriptor& descriptor, |
| 346 | const WorkloadInfo& info) const |
| 347 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 348 | IgnoreUnused(descriptor); |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 349 | |
| 350 | ComparisonQueueDescriptor comparisonDescriptor; |
| 351 | comparisonDescriptor.m_Parameters = ComparisonDescriptor(ComparisonOperation::Greater); |
| 352 | |
| 353 | return CreateComparison(comparisonDescriptor, info); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 354 | } |
| 355 | |
| 356 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateInput(const InputQueueDescriptor& descriptor, |
| 357 | const WorkloadInfo& info) const |
| 358 | { |
| 359 | return std::make_unique<CopyMemGenericWorkload>(descriptor, info); |
| 360 | } |
| 361 | |
| 362 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateInstanceNormalization( |
| 363 | const InstanceNormalizationQueueDescriptor& descriptor, |
| 364 | const WorkloadInfo& info) const |
| 365 | { |
| 366 | return MakeWorkload<ClInstanceNormalizationWorkload>(descriptor, info); |
| 367 | } |
| 368 | |
| 369 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor, |
| 370 | const WorkloadInfo& info) const |
| 371 | { |
| 372 | return MakeWorkload<ClL2NormalizationFloatWorkload, NullWorkload>(descriptor, info); |
| 373 | } |
| 374 | |
James Conroy | fe3ec94 | 2020-11-18 14:20:53 +0000 | [diff] [blame] | 375 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateLogicalBinary(const LogicalBinaryQueueDescriptor& descriptor, |
| 376 | const WorkloadInfo& info) const |
| 377 | { |
| 378 | switch(descriptor.m_Parameters.m_Operation) |
| 379 | { |
| 380 | case LogicalBinaryOperation::LogicalAnd: |
| 381 | return std::make_unique<ClLogicalAndWorkload>(descriptor, info); |
| 382 | case LogicalBinaryOperation::LogicalOr: |
| 383 | return std::make_unique<ClLogicalOrWorkload>(descriptor, info); |
| 384 | default: |
| 385 | return nullptr; |
| 386 | } |
| 387 | } |
| 388 | |
Teresa Charlin | 8398edc | 2020-07-20 14:23:02 +0100 | [diff] [blame] | 389 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateLogSoftmax(const LogSoftmaxQueueDescriptor& descriptor, |
| 390 | const WorkloadInfo& info) const |
| 391 | { |
| 392 | return MakeWorkload<ClLogSoftmaxWorkload>(descriptor, info, m_MemoryManager->GetIntraLayerManager()); |
| 393 | } |
| 394 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 395 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateLstm(const LstmQueueDescriptor& descriptor, |
| 396 | const WorkloadInfo& info) const |
| 397 | { |
| 398 | return MakeWorkload<ClLstmFloatWorkload, NullWorkload>(descriptor, info); |
| 399 | } |
| 400 | |
Nattapat Chaimanowong | 5a4304a | 2018-11-28 10:44:37 +0000 | [diff] [blame] | 401 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMaximum(const MaximumQueueDescriptor& descriptor, |
| 402 | const WorkloadInfo& info) const |
| 403 | { |
keidav01 | a959ee5 | 2018-12-19 10:04:58 +0000 | [diff] [blame] | 404 | return MakeWorkload<ClMaximumWorkload>(descriptor, info); |
Nattapat Chaimanowong | 5a4304a | 2018-11-28 10:44:37 +0000 | [diff] [blame] | 405 | } |
| 406 | |
narpra01 | a6bf912 | 2018-09-10 09:50:09 +0100 | [diff] [blame] | 407 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMean(const MeanQueueDescriptor& descriptor, |
| 408 | const WorkloadInfo& info) const |
| 409 | { |
Aron Virginas-Tar | 39f44af | 2019-09-10 13:32:42 +0100 | [diff] [blame] | 410 | return MakeWorkload<ClMeanWorkload>(descriptor, info); |
narpra01 | a6bf912 | 2018-09-10 09:50:09 +0100 | [diff] [blame] | 411 | } |
| 412 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 413 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMemCopy(const MemCopyQueueDescriptor& descriptor, |
| 414 | const WorkloadInfo& info) const |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 415 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 416 | if (descriptor.m_Inputs.empty() || !descriptor.m_Inputs[0]) |
| 417 | { |
| 418 | throw InvalidArgumentException("ClWorkloadFactory: Invalid null input for MemCopy workload"); |
| 419 | } |
| 420 | |
| 421 | return MakeWorkload<CopyMemGenericWorkload>(descriptor, info); |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 422 | } |
| 423 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 424 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMemImport(const MemImportQueueDescriptor& descriptor, |
| 425 | const WorkloadInfo& info) const |
FrancisMurtagh | 2099595 | 2018-12-17 12:11:36 +0000 | [diff] [blame] | 426 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 427 | if (descriptor.m_Inputs.empty() || !descriptor.m_Inputs[0]) |
| 428 | { |
| 429 | throw InvalidArgumentException("ClWorkloadFactory: Invalid null input for MemImport workload"); |
| 430 | } |
| 431 | |
| 432 | return std::make_unique<ImportMemGenericWorkload>(descriptor, info); |
FrancisMurtagh | 2099595 | 2018-12-17 12:11:36 +0000 | [diff] [blame] | 433 | } |
| 434 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 435 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMerger(const MergerQueueDescriptor& descriptor, |
| 436 | const WorkloadInfo& info) const |
Éanna Ó Catháin | 4e1e136 | 2018-11-12 11:36:34 +0000 | [diff] [blame] | 437 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 438 | return CreateConcat(descriptor, info); |
Conor Kennedy | 430b5d8 | 2018-11-14 15:28:28 +0000 | [diff] [blame] | 439 | } |
| 440 | |
kevmay01 | 9053969 | 2018-11-29 08:40:19 +0000 | [diff] [blame] | 441 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMinimum(const MinimumQueueDescriptor& descriptor, |
| 442 | const WorkloadInfo& info) const |
| 443 | { |
saoste01 | 9292aa3 | 2019-01-08 13:55:59 +0000 | [diff] [blame] | 444 | return MakeWorkload<ClMinimumWorkload>(descriptor, info); |
kevmay01 | 9053969 | 2018-11-29 08:40:19 +0000 | [diff] [blame] | 445 | } |
| 446 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 447 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateMultiplication(const MultiplicationQueueDescriptor& descriptor, |
| 448 | const WorkloadInfo& info) const |
| 449 | { |
| 450 | return MakeWorkload<ClMultiplicationWorkload>(descriptor, info); |
| 451 | } |
| 452 | |
| 453 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateNormalization(const NormalizationQueueDescriptor& descriptor, |
| 454 | const WorkloadInfo& info) const |
| 455 | { |
| 456 | return MakeWorkload<ClNormalizationFloatWorkload, NullWorkload>(descriptor, info); |
| 457 | } |
| 458 | |
| 459 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateOutput(const OutputQueueDescriptor& descriptor, |
| 460 | const WorkloadInfo& info) const |
| 461 | { |
| 462 | return std::make_unique<CopyMemGenericWorkload>(descriptor, info); |
| 463 | } |
| 464 | |
| 465 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePad(const PadQueueDescriptor& descriptor, |
| 466 | const WorkloadInfo& info) const |
| 467 | { |
| 468 | return MakeWorkload<ClPadWorkload>(descriptor, info); |
| 469 | } |
| 470 | |
| 471 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePermute(const PermuteQueueDescriptor& descriptor, |
Matteo Martincigh | 59a950c | 2018-12-13 12:48:25 +0000 | [diff] [blame] | 472 | const WorkloadInfo& info) const |
| 473 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 474 | return MakeWorkload<ClPermuteWorkload>(descriptor, info); |
Matteo Martincigh | 59a950c | 2018-12-13 12:48:25 +0000 | [diff] [blame] | 475 | } |
| 476 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 477 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePooling2d(const Pooling2dQueueDescriptor& descriptor, |
| 478 | const WorkloadInfo& info) const |
Nattapat Chaimanowong | a9a1cf1 | 2018-12-03 16:06:49 +0000 | [diff] [blame] | 479 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 480 | return MakeWorkload<ClPooling2dWorkload>(descriptor, info); |
Mohamed Nour Abouelseoud | a1d3c6a | 2018-12-27 12:39:16 +0000 | [diff] [blame] | 481 | } |
| 482 | |
Matteo Martincigh | 4912402 | 2019-01-11 13:25:59 +0000 | [diff] [blame] | 483 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePreCompiled(const PreCompiledQueueDescriptor& descriptor, |
| 484 | const WorkloadInfo& info) const |
| 485 | { |
| 486 | return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); |
| 487 | } |
| 488 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 489 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreatePrelu(const PreluQueueDescriptor &descriptor, |
| 490 | const WorkloadInfo &info) const |
narpra01 | b89b05f | 2019-01-16 09:53:09 +0000 | [diff] [blame] | 491 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 492 | return MakeWorkload<ClPreluWorkload>(descriptor, info); |
narpra01 | b89b05f | 2019-01-16 09:53:09 +0000 | [diff] [blame] | 493 | } |
| 494 | |
Ryan OShea | 2323af4 | 2020-05-13 16:36:19 +0100 | [diff] [blame] | 495 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateQLstm(const QLstmQueueDescriptor& descriptor, |
| 496 | const WorkloadInfo& info) const |
| 497 | { |
| 498 | return std::make_unique<ClQLstmWorkload>(descriptor, info); |
| 499 | } |
| 500 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 501 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateQuantize(const QuantizeQueueDescriptor& descriptor, |
| 502 | const WorkloadInfo& info) const |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 503 | { |
Keith Davis | a856501 | 2020-02-14 12:22:40 +0000 | [diff] [blame] | 504 | return MakeWorkload<ClQuantizeWorkload>(descriptor, info); |
James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame] | 505 | } |
| 506 | |
Ferran Balaguer | 737d9ff | 2019-08-01 09:58:08 +0100 | [diff] [blame] | 507 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateQuantizedLstm(const QuantizedLstmQueueDescriptor& descriptor, |
| 508 | const WorkloadInfo& info) const |
| 509 | { |
| 510 | return MakeWorkload<ClQuantizedLstmWorkload>(descriptor, info); |
| 511 | } |
| 512 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 513 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateReshape(const ReshapeQueueDescriptor& descriptor, |
| 514 | const WorkloadInfo& info) const |
| 515 | { |
| 516 | return MakeWorkload<ClReshapeWorkload>(descriptor, info); |
| 517 | } |
| 518 | |
| 519 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateResize(const ResizeQueueDescriptor& descriptor, |
| 520 | const WorkloadInfo& info) const |
| 521 | { |
| 522 | return MakeWorkload<ClResizeWorkload>(descriptor, info); |
| 523 | } |
| 524 | |
| 525 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateResizeBilinear(const ResizeBilinearQueueDescriptor& descriptor, |
| 526 | const WorkloadInfo& info) const |
| 527 | { |
| 528 | ResizeQueueDescriptor resizeDescriptor; |
| 529 | resizeDescriptor.m_Inputs = descriptor.m_Inputs; |
| 530 | resizeDescriptor.m_Outputs = descriptor.m_Outputs; |
| 531 | |
| 532 | resizeDescriptor.m_Parameters.m_Method = ResizeMethod::Bilinear; |
| 533 | resizeDescriptor.m_Parameters.m_DataLayout = descriptor.m_Parameters.m_DataLayout; |
| 534 | resizeDescriptor.m_Parameters.m_TargetHeight = descriptor.m_Parameters.m_TargetHeight; |
| 535 | resizeDescriptor.m_Parameters.m_TargetWidth = descriptor.m_Parameters.m_TargetWidth; |
| 536 | |
| 537 | return CreateResize(resizeDescriptor, info); |
| 538 | } |
| 539 | |
| 540 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateRsqrt(const RsqrtQueueDescriptor& descriptor, |
| 541 | const WorkloadInfo& info) const |
| 542 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 543 | IgnoreUnused(descriptor); |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 544 | |
| 545 | ElementwiseUnaryQueueDescriptor elementwiseUnaryDescriptor; |
| 546 | elementwiseUnaryDescriptor.m_Parameters = ElementwiseUnaryDescriptor(UnaryOperation::Rsqrt); |
| 547 | |
| 548 | return CreateElementwiseUnary(elementwiseUnaryDescriptor, info); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 549 | } |
| 550 | |
Aron Virginas-Tar | 94c4fef | 2019-11-25 15:37:08 +0000 | [diff] [blame] | 551 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSlice(const SliceQueueDescriptor& descriptor, |
| 552 | const WorkloadInfo& info) const |
| 553 | { |
| 554 | return MakeWorkload<ClSliceWorkload>(descriptor, info); |
| 555 | } |
| 556 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 557 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSoftmax(const SoftmaxQueueDescriptor& descriptor, |
| 558 | const WorkloadInfo& info) const |
| 559 | { |
Teresa Charlin | c1f6b09 | 2020-05-11 16:10:38 +0100 | [diff] [blame] | 560 | return std::make_unique<ClSoftmaxWorkload>(descriptor, info, m_MemoryManager->GetIntraLayerManager()); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 561 | } |
| 562 | |
| 563 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSpaceToBatchNd(const SpaceToBatchNdQueueDescriptor& descriptor, |
| 564 | const WorkloadInfo& info) const |
| 565 | { |
| 566 | return MakeWorkload<ClSpaceToBatchNdWorkload>(descriptor, info); |
| 567 | } |
| 568 | |
| 569 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSpaceToDepth(const SpaceToDepthQueueDescriptor& descriptor, |
| 570 | const WorkloadInfo& info) const |
| 571 | { |
| 572 | return MakeWorkload<ClSpaceToDepthWorkload>(descriptor, info); |
| 573 | } |
| 574 | |
| 575 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSplitter(const SplitterQueueDescriptor& descriptor, |
| 576 | const WorkloadInfo& info) const |
| 577 | { |
| 578 | return MakeWorkload<ClSplitterWorkload>(descriptor, info); |
| 579 | } |
| 580 | |
Matthew Jackson | d516610 | 2019-07-31 14:06:28 +0100 | [diff] [blame] | 581 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateStack(const StackQueueDescriptor& descriptor, |
| 582 | const WorkloadInfo& info) const |
| 583 | { |
| 584 | return MakeWorkload<ClStackWorkload>(descriptor, info); |
| 585 | } |
| 586 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 587 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateStridedSlice(const StridedSliceQueueDescriptor& descriptor, |
Aron Virginas-Tar | b280196 | 2019-09-30 11:24:53 +0100 | [diff] [blame] | 588 | const WorkloadInfo& info) const |
| 589 | { |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 590 | return MakeWorkload<ClStridedSliceWorkload>(descriptor, info); |
| 591 | } |
| 592 | |
| 593 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSubtraction(const SubtractionQueueDescriptor& descriptor, |
| 594 | const WorkloadInfo& info) const |
| 595 | { |
| 596 | return MakeWorkload<ClSubtractionWorkload>(descriptor, info); |
| 597 | } |
| 598 | |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 599 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateTranspose(const TransposeQueueDescriptor& descriptor, |
| 600 | const WorkloadInfo& info) const |
| 601 | { |
| 602 | return MakeWorkload<ClTransposeWorkload>(descriptor, info); |
| 603 | } |
| 604 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 605 | std::unique_ptr<IWorkload> ClWorkloadFactory::CreateTransposeConvolution2d( |
| 606 | const TransposeConvolution2dQueueDescriptor& descriptor, |
| 607 | const WorkloadInfo& info) const |
| 608 | { |
| 609 | return MakeWorkload<ClTransposeConvolution2dWorkload>(descriptor, info, m_MemoryManager->GetIntraLayerManager()); |
Aron Virginas-Tar | b280196 | 2019-09-30 11:24:53 +0100 | [diff] [blame] | 610 | } |
| 611 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 612 | } // namespace armnn |